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AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

You're reading from AI & LLM Engineering Mastery - GenAI, RAG Complete Guide Master Generative AI, Transformers, LangChain & RAG from Scratch to Deployment

Product type Video

Published in Jun 2025

Publisher Packt

ISBN-13 9781806104758

Length 18hrs 16mins

Edition 1st Edition

Concepts

GPT/LLMs

Author (1):

Paulo Dichone

View More author details

Table of Contents (18) Chapters

1. Introduction FREE CHAPTER

2. Development Environment Setup

3. Optional: Python Deep Dive—Master Python Fundamentals

4. Understanding Deep and Machine Learning

5. Generative AI: Architecture and Core Technologies

6. LLMs: Concepts, Architecture, and Hands-On Development

7. OpenAI Models and Setup

8. Prompt Engineering: From Basics to Advanced

9. Context and Memory Management in LLMs

10. Logging in LLM Applications

11. Understanding Retrieval-Augmented Generation (RAG)

12. RAG PDF Workflow and UI Integration

13. Hands-On: PDF RAG System with Text Chunking

14. LangChain Fundamentals and Workflow Integration

15. Hands-On: Building LLM Applications with LangChain

16. Fine-Tuning LLMs

17. LoRA-Based Fine-Tuning and Deployment

18. Wrap-Up and Next Steps

Wrap-Up and Next Steps

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Authors (1)

Paulo Dichone

Paulo Dichone

Paulo Dichone is a software engineer and educator specializing in Android, Java, Flutter, and AWS Cloud technologies. With a degree in Computer Science from Whitworth University and extensive industry experience, he has taught over 280,000 students in 175 countries. Paulo is the founder of “Build Apps with Paulo,” a learning platform dedicated to delivering practical, career-focused training in software development and cloud computing. His areas of expertise include mobile and cross-platform app development, as well as scalable cloud-based solutions. Committed to helping learners succeed at all levels, Paulo designs his courses to prepare students for real-world challenges.

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